Sheng Yue

43 papers A* 7A 1B 2Misc 1Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Context Learning for Multi-Agent Discussion.
CoRR
Xingyuan Hua, Sheng Yue, Xinyi Li, Yizhe Zhao, Jinrui Zhang, Ju Ren
2026 J jnl
FORLER: Federated Offline Reinforcement Learning with Q-Ensemble and Actor Rectification.
CoRR
Nan Qiao, Sheng Yue
2026 J jnl
FOVA: Offline Federated Reinforcement Learning With Mixed-Quality Data.
IEEE Trans. Netw.
Nan Qiao, Sheng Yue, Ju Ren, Yaoxue Zhang
2026 J jnl
Less is More: Clustered Cross-Covariance Control for Offline RL.
CoRR
Nan Qiao, Sheng Yue, Shuning Wang, Yongheng Deng, Ju Ren
2025 J jnl
AugFL: Augmenting Federated Learning With Pretrained Models.
IEEE Trans. Netw.
Sheng Yue, Zerui Qin, Yongheng Deng, Ju Ren, Yaoxue Zhang, Junshan Zhang
2025 J jnl
AugFL: Augmenting Federated Learning with Pretrained Models.
CoRR
Sheng Yue, Zerui Qin, Yongheng Deng, Ju Ren, Yaoxue Zhang, Junshan Zhang
2025 J jnl
DualRec: A Collaborative Training Framework for Device and Cloud Recommendation Models.
IEEE Trans. Mob. Comput.
Ye Zhang, Yongheng Deng, Sheng Yue, Qiushi Li, Ju Ren
2025 J jnl
FOVA: Offline Federated Reinforcement Learning with Mixed-Quality Data.
CoRR
Nan Qiao, Sheng Yue, Ju Ren, Yaoxue Zhang
2025 A* conf
FocusX: All-in-Focus Image Synthesis for Dynamic Scenes on Mobile Devices.
MobiCom
Jinrui Zhang, Pengkai Li, Fengzu Li, Deyu Zhang, Wei Gao, Sheng Yue, Yaoxue Zhang, Ju Ren
2025 J jnl
MAML-RAL: Learning Domain-Invariant HOI Rules for Real-Time Video Matting.
IEEE Trans. Circuits Syst. Video Technol.
Jiang Xin, Sheng Yue, Jinrui Zhang, Ju Ren, Feng Qian, Yaoxue Zhang
2025 J jnl
MASA: Multimodal Federated Learning Through Modality-Aware and Secure Aggregation.
IEEE Trans. Mob. Comput.
Jialin Guo, Yongjian Fu, Zhiwei Zhai, Xinyi Li, Yongheng Deng, Sheng Yue, Lili Chen, Hao Pan, Ju Ren
2025 J jnl
Momentum-Based Contextual Federated Reinforcement Learning.
IEEE Trans. Netw.
Sheng Yue, Xingyuan Hua, Yongheng Deng, Lili Chen, Ju Ren, Yaoxue Zhang
2025 J jnl
StreamSys: A Lightweight Executable Delivery System for Edge Computing.
IEEE Trans. Cloud Comput.
Jun Lu, Zhenya Ma, Yinggang Gao, Sheng Yue, Ju Ren, Yaoxue Zhang
2025 A conf
Towards Distance-Adaptive Wireless Charging.
MobiSys
Lili Chen, Yizhe Zhao, Shuning Wang, Linghui Zhong, Yongjian Fu, Sheng Yue, Ju Ren, Yaoxue Zhang
2024 — conf
A Federated Meta-Reinforcement Learning Algorithm Based on Gradient Correction.
ACM TUR-C
Zerui Qin, Sheng Yue
2024 A* conf
BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency.
INFOCOM
Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu
2024 J jnl
Dependent Task Offloading in Edge Computing Using GNN and Deep Reinforcement Learning.
IEEE Internet Things J.
Zequn Cao, Xiaoheng Deng, Sheng Yue, Ping Jiang, Ju Ren, Jinsong Gui
2024 A* conf
Federated Offline Policy Optimization with Dual Regularization.
INFOCOM
Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren
2024 J jnl
Federated Offline Policy Optimization with Dual Regularization.
CoRR
Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren
2024 A* conf
How to Leverage Diverse Demonstrations in Offline Imitation Learning.
ICML
Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
2024 J jnl
How to Leverage Diverse Demonstrations in Offline Imitation Learning.
CoRR
Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
2024 J jnl
Mobile Generative AI: Opportunities and Challenges.
IEEE Wirel. Commun.
Ye Zhang, Jinrui Zhang, Sheng Yue, Wei Lu, Ju Ren, Xuemin Shen
2024 A* conf
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency.
INFOCOM
Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren
2024 J jnl
Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency.
CoRR
Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren
2024 A* conf
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning.
ICML
Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
2024 J jnl
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning.
CoRR
Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang
2024 J jnl
PoPeC: PAoI-Centric Task Offloading With Priority Over Unreliable Channels.
IEEE/ACM Trans. Netw.
Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren
2024 — conf
RelayRec: Empowering Privacy-Preserving CTR Prediction via Cloud-Device Relay Learning.
IPSN
Yongheng Deng, Guanbo Wang, Sheng Yue, Wei Rao, Qin Zu, Wenjie Wang, Shuai Chen, Ju Ren, Yaoxue Zhang
2024 J jnl
SESAME: A Resource Expansion and Sharing Scheme for Multiple Edge Services Providers.
IEEE/ACM Trans. Netw.
Jiani Liu, Ju Ren, Yongmin Zhang, Sheng Yue, Yaoxue Zhang
2024 J jnl
Towards Resource-Efficient Edge AI: From Federated Learning to Semi-Supervised Model Personalization.
IEEE Trans. Mob. Comput.
Zhaofeng Zhang, Sheng Yue, Junshan Zhang
2023 A* conf
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning.
ICLR
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
2023 J jnl
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning.
CoRR
Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang
2023 Misc conf
FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data.
SenSys
Yongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren, Yaoxue Zhang
2023 J jnl
PoPeC: PAoI-Centric Task Offloading with Priority over Unreliable Channels.
CoRR
Nan Qiao, Sheng Yue, Yongmin Zhang, Ju Ren
2022 J jnl
Efficient Federated Meta-Learning Over Multi-Access Wireless Networks.
IEEE J. Sel. Areas Commun.
Sheng Yue, Ju Ren, Jiang Xin, Deyu Zhang, Yaoxue Zhang, Weihua Zhuang
2022 B conf
HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization.
CNSM
Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang
2022 J jnl
TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing.
IEEE Trans. Parallel Distributed Syst.
Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang, Yuanyuan Yang
2021 J jnl
Efficient Federated Meta-Learning over Multi-Access Wireless Networks.
CoRR
Sheng Yue, Ju Ren, Jiang Xin, Deyu Zhang, Yaoxue Zhang, Weihua Zhuang
2021 B conf
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning.
MobiHoc
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
2021 J jnl
TODG: Distributed Task Offloading with Delay Guarantees for Edge Computing.
CoRR
Sheng Yue, Ju Ren, Nan Qiao, Yongmin Zhang, Hongbo Jiang, Yaoxue Zhang
2020 J jnl
Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning.
CoRR
Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang
2020 J jnl
Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC.
IEEE Trans. Veh. Technol.
Ju Ren, Kadir Md Mahfujul, Feng Lyu, Sheng Yue, Yaoxue Zhang
2019 J jnl
Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs.
IEEE Trans. Veh. Technol.
Ju Ren, Sheng Yue, Deyu Zhang, Yaoxue Zhang, Jiannong Cao